Python - Add List Items

Create List of Numbers with Given Range - Python

Last Updated : 11 Jul, 2025

The task of creating a list of numbers within a given range involves generating a sequence of integers that starts from a specified starting point and ends just before a given endpoint. For example, if the range is from 0 to 10, the resulting list would contain the numbers 0, 1, 2, 3, 4, 5, 6, 7, 8 and 9.

Using range()

range() generates an iterator that produces numbers within a specified range. It is highly efficient as it doesn’t create the entire list upfront, making it memory-friendly. Converting the iterator to a list gives us the full range of numbers.

Python

r1 = 0 
r2 = 10 

li = list(range(r1,r2))
print(li)

Output

[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]

Explanation: list(range(r1, r2)) creates a sequence of numbers from r1 to r2 using range() and converts it into a list li with list().

Using list comprehension

List comprehension is a concise and efficient way to create lists by iterating over an iterable like range(), in a single line. It simplifies code by eliminating the need for explicit for loops and append() calls.

Python

r1 = 0 
r2 = 10 

li = [i for i in range(r1, r2)]
print(li)

Output

[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]

Explanation: list comprehension iterates through a sequence of numbers generated by range(r1, r2), which starts at r1 and ends at r2 . Each number in this range is added to the list li.

Using numpy.arange()

numpy.arange() from the NumPy library that generates an array of evenly spaced values over a specified range. It is highly efficient for creating large sequences of numbers, particularly when performing numerical computations or working with multidimensional data.

Python

import numpy as np

r1 = 0
r2 = 10 
li = np.arange(r1, r2).tolist()
print(li)

Output

[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]

Explanation: np.arange(r1, r2).tolist() uses NumPy's arange() function to generate a sequence of numbers from r1 o r2 .tolist() method converts the NumPy array into a Python list.

Using itertools.count()

itertools.count() creates an infinite sequence starting from a specified number. When combined with itertools.islice(), it can generate a finite range by limiting the count to a specific number of elements.

Python

import itertools

r1 = 0
r2 = 10
li = list(itertools.islice(itertools.count(r1), r2 - r1))
print(li)

Output

[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]

Explanation: list(itertools.islice(itertools.count(r1), r2 - r1)) generates a sequence starting from r1 using itertools.count(r1), slices it to include the first r2 - r1 numbers and converts the result into a list.

Related Articles:
Python Lists
Python range() function
List comprehension
numpy.arange()
Python NumPy
itertools.count()
itertools.islice()

Python program to create list of numbers with the given range

Python - Add List Items

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Smitha Dinesh Semwal

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